In this article, I’m going to create a machine learning model and deploy the model on the top of the docker container.
What is Machine Learning?
Machine learning comes under the umbrella of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it to learn for themselves.
What is Docker?
Docker is a set of the platform as a service (PaaS) products that use OS-level virtualization to deliver software in packages called containers. Containers are…
In this article, created a model using OpenCV.
Task Description 📄
📌 In this task :
👉Create a model that will detect a car in a live stream or video and recognize characters on the number plate of the car.
👉Secondly, it will use the characters and fetch the owner's information using RTO APIs.
👉Create a Web portal where all this information will be displayed (using HTML, CSS, and js)
K-means clustering is one of the simplest and popular unsupervised machine learning algorithms.
Unsupervised Learning is a machine learning technique in which, there are no labels for the training data. A machine learning algorithm tries to learn the underlying patterns or distributions that govern the data.
Cybersecurity is the practice of protecting systems, networks, and programs from digital attacks, here digital attacks can be stealing information or spying on another system, and much more. There are cybersecurity experts present whose work is to protect users or prevent the digital attack, here digital attack is also known as cybercrime.
A confusion matrix is a performance measurement technique for Machine learning classification. It is a kind of table which helps you to know the performance of the classification model on a set of test data for that the true values are known. The term confusion matrix itself is…
Big data is the major growing problem that big tech companies are facing in this era of technology. You can analyze in this way that you are having 10 Gb of hard disk and the data you want to store is above 10Gb, now how can you solve this issue. This issue is known as Big Data.
In today’s world, it is impossible for a person to not use the internet. Digital’s role in our lives has reached new heights, with more people spending more time doing more things online than ever before. The number of people around the world…
This article is about the session I had yesterday (28/12/2020). It is about the real use cases of Ansible Tower with the demo.
2. Mr.Arun Eapen — Director, APAC Service Delivery, GLS Red Hat Asia Pacific
Kubernetes (also known as k8s or “Kube”) is a popular open-source platform for container orchestration — that is, for the management of applications built out of multiple, largely self-contained runtimes called containers. Containers have become increasingly popular since the Docker containerization project launched in 2013, but large, distributed containerized applications can become increasingly difficult to coordinate. By making containerized applications dramatically easier to manage at scale, Kubernetes has become a key part of the container revolution.
Containers support VM-like separation of concerns but with far less overhead and far greater flexibility. As a result, containers have reshaped the way people…
Ansible is an open-source IT Configuration Management, Deployment & Orchestration tool. It aims to provide large productivity gains to a wide variety of automation challenges. This tool is very simple to use yet powerful enough to automate complex multi-tier IT application environments.
You can use Ansible to automate three types of tasks:
Amazon Web Services (AWS) is the world’s most comprehensive and broadly adopted cloud platform, offering over 175 fully-featured services from data centers globally. Millions of customers — including the fastest-growing startups, largest enterprises, and leading government agencies — are using AWS to lower costs, become more agile, and innovate faster. A global network of AWS Regions.
In This Atricle we see how Domino’s Pizza Enterprises Delivers in Record Time Using AWS for Predictive Ordering